Vivekgana

Modern deployment with Databricks Asset Bundles (DAB), supporting multi-environment configurations and CI/CD integration.

Comprehensive data quality patterns using Great Expectations, DLT expectations, and custom validators for ensuring data reliability and trust.

GitHub Actions and CI/CD patterns for Databricks, including automated testing, deployment, and quality gates.

Automated compliance checks, continuous monitoring, reporting frameworks for GDPR, HIPAA, SOC2, and CCPA compliance.

Data classification strategies, tagging frameworks, sensitivity levels, and automated classification patterns for Unity Catalog.

Delta Live Tables (DLT) pipeline patterns and examples for building declarative, self-healing data pipelines with automatic quality enforcement and lineage tracking.

Delta Sharing configuration, monitoring, and recipient management for secure cross-organization data sharing.